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Neural Networks, Volume 165
Volume 165, August 2023
- Qinbing Fu
:
Motion perception based on ON/OFF channels: A survey. 1-18
- Jit Yan Lim
, Kian-Ming Lim
, Chin-Poo Lee, Yong Xuan Tan
:
SCL: Self-supervised contrastive learning for few-shot image classification. 19-30
- Bin Deng, Yanrong Fan, Jiang Wang, Shuangming Yang:
Auditory perception architecture with spiking neural network and implementation on FPGA. 31-42
- Yirui Zhou
, Mengxiao Lu
, Xiaowei Liu, Zhengping Che
, Zhiyuan Xu
, Jian Tang, Yangchun Zhang
, Yan Peng, Yaxin Peng
:
Distributional generative adversarial imitation learning with reproducing kernel generalization. 43-59 - Haomin Ni, Jianjun Zhang, Peipei Kang, Xiaozhao Fang
, Weijun Sun, Shengli Xie, Na Han:
Cross-modal hashing with missing labels. 60-76 - Ebrahim Parcham, Mansoor Fateh
:
HybridBranchNet: A novel structure for branch hybrid convolutional neural networks architecture. 77-93
- Qiujie Lv, Jun Zhou, Ziduo Yang, Haohuai He, Calvin Yu-Chian Chen
:
3D graph neural network with few-shot learning for predicting drug-drug interactions in scaffold-based cold start scenario. 94-105
- Xuelong Sun
, Qinbing Fu
, Jigen Peng, Shigang Yue
:
An insect-inspired model facilitating autonomous navigation by incorporating goal approaching and collision avoidance. 106-118
- Sheng Kuang, Henry C. Woodruff
, Renee Granzier, Thiemo J. A. van Nijnatten, Marc B. I. Lobbes, Marjolein L. Smidt, Philippe Lambin, Siamak Mehrkanoon
:
MSCDA: Multi-level semantic-guided contrast improves unsupervised domain adaptation for breast MRI segmentation in small datasets. 119-134 - Wenju Yang, Jiankang Liu, Peng Cao, Rongxin Zhu, Yang Wang, Jian K. Liu
, Fei Wang, Xizhe Zhang
:
Attention guided learnable time-domain filterbanks for speech depression detection. 135-149 - Chunmei Zhang, Ran Li, Quanxin Zhu, Qin Xu:
Topology identification for stochastic multi-layer networks via graph-theoretic method. 150-163 - Hui Zhang
, Jian Cheng, Jun Zhang, Hongyi Liu, Zhihui Wei
:
A regularization perspective based theoretical analysis for adversarial robustness of deep spiking neural networks. 164-174
- Yuan Le
, Fan Zhou, Yang Bai
:
Reinforced mixture learning. 175-184 - Madhurima Panja, Tanujit Chakraborty
, Uttam Kumar, Nan Liu
:
Epicasting: An Ensemble Wavelet Neural Network for forecasting epidemics. 185-212
- Linqi Wang, Jianwei Xia, Ju H. Park, Guoliang Chen, Xiangpeng Xie:
Reachable set estimation and stochastic sampled-data exponential synchronization of Markovian jump neural networks with time-varying delays. 213-227
- Jun-Yi Li, Yang-Cheng Huang, Hong-Xia Rao, Yong Xu, Renquan Lu:
Finite-time cluster synchronization for complex dynamical networks under FDI attack: A periodic control approach. 228-237
- Mohsen Heidari, Mohammad Hossein Moattar
, Hamid Reza Ghaffari:
Forward propagation dropout in deep neural networks using Jensen-Shannon and random forest feature importance ranking. 238-247 - Kamil Faber
, Roberto Corizzo
, Bartlomiej Sniezynski
, Nathalie Japkowicz
:
VLAD: Task-agnostic VAE-based lifelong anomaly detection. 248-273
- Yanlin Zhang, Liqiao Yang, Kit Ian Kou, Yang Liu:
Fixed-time synchronization for quaternion-valued memristor-based neural networks with mixed delays. 274-289 - Ruoxia Li
, Jinde Cao
, Ning Li:
Stabilization of reaction-diffusion fractional-order memristive neural networks. 290-297
- Jing Dong
, Kai Wu
, Chang Liu, Xue Mei, Wenwu Wang
:
Discriminative analysis dictionary learning with adaptively ordinal locality preserving. 298-309
- Tariq Mahmood Khan
, Syed Saud Naqvi, Antonio Robles-Kelly, Imran Razzak
:
Retinal vessel segmentation via a Multi-resolution Contextual Network and adversarial learning. 310-320
- Sayawu Yakubu Diaba
, Theophilus Anafo, Lord Anertei Tetteh, Michael Alewo Oyibo, Andrew Adewale Alola, Miadreza Shafie-khah, Mohammed S. Elmusrati
:
SCADA securing system using deep learning to prevent cyber infiltration. 321-332 - Chuan Tang, Kun Sun, Chang Tang, Xiao Zheng, Xinwang Liu, Jun-Jie Huang, Wei Zhang:
Multi-view subspace clustering via adaptive graph learning and late fusion alignment. 333-343
- Edoardo Manino
, Iury Bessa
, Lucas C. Cordeiro
:
Towards global neural network abstractions with locally-exact reconstruction. 344-357
- Zhengze Li
, Xiaoyuan Yang, Kangqing Shen, Fazhen Jiang, Jin Jiang, Huwei Ren, Yixiao Li:
Adversarial feature hybrid framework for steganography with shifted window local loss. 358-369 - Shuang Liu, Mete Ozay:
Task guided representation learning using compositional models for zero-shot domain adaptation. 370-380 - Bo Gong
, Jiang Wang, Meili Lu, Gong Meng, Kai Sun, Siyuan Chang
, Zhen Zhang, Xile Wei:
BrainS: Customized multi-core embedded multiple scale neuromorphic system. 381-392 - Takuya Konishi, Yoshinobu Kawahara:
Stable invariant models via Koopman spectra. 393-405 - Ming Yang, Jiang Wang, Shanshan Li, Kuanchuan Wang
, Wei Yue, Chen Liu:
Adaptive closed-loop paradigm of electrophysiology for neuron models. 406-419 - Will Serrano
:
The Deep Learning Generative Adversarial Random Neural Network in data marketplaces: The digital creative. 420-434
- Wenqi Wu
, Yunong Zhang:
Novel adaptive zeroing neural dynamics schemes for temporally-varying linear equation handling applied to arm path following and target motion positioning. 435-450
- Dongxue Zhang
, Huiying Li
, Jingmeng Xie
:
MI-CAT: A transformer-based domain adaptation network for motor imagery classification. 451-462
- Xinxin Shan, Tai Ma
, Ying Wen:
Prediction of common labels for universal domain adaptation. 463-471
- Zhen Zhang
, Shaofu Yang
, Wenying Xu
:
Decentralized ADMM with compressed and event-triggered communication. 472-482 - Huimin Guan, Yang Liu, Kit Ian Kou, Jinde Cao
, Leszek Rutkowski
:
Collaborative neurodynamic optimization for solving nonlinear equations. 483-490
- Yanbu Guo
, Dongming Zhou
, Xiaoli Ruan, Jinde Cao
:
Variational gated autoencoder-based feature extraction model for inferring disease-miRNA associations based on multiview features. 491-505
- Avraam Tsantekidis
, Nikolaos Passalis
, Anastasios Tefas:
Modeling limit order trading with a continuous action policy for deep reinforcement learning. 506-515 - Haoran Gao
, Hua Zhang
, Xin Zhang, Wenmin Li
, Jiahui Wang
, Fei Gao:
Enhanced covertness class discriminative universal adversarial perturbations. 516-526
- Zicong Xia, Yang Liu
, Jiasen Wang, Jun Wang
:
Two-timescale recurrent neural networks for distributed minimax optimization. 527-539 - Zekun Wang, Guangming Zhuang
, Xiangpeng Xie, Jianwei Xia:
H∞ master-slave synchronization for delayed impulsive implicit hybrid neural networks based on memory-state feedback control. 540-552
- Rayyan Azam Khan, Minghan Fu
, Brent Burbridge, Yigang Luo, Fang-Xiang Wu
:
A multi-modal deep neural network for multi-class liver cancer diagnosis. 553-561 - Jihye Moon
, Hugo F. Posada-Quintero
, Ki H. Chon:
Genetic data visualization using literature text-based neural networks: Examples associated with myocardial infarction. 562-595 - Ghazaleh Niknam
, Soheila Molaei, Hadi Zare
, Shirui Pan, Mahdi Jalili, Tingting Zhu
, David A. Clifton:
DyVGRNN: DYnamic mixture Variational Graph Recurrent Neural Networks. 596-610
- Ramalingam Sakthivel
, Oh-Min Kwon
, Seong-Gon Choi
, Rathinasamy Sakthivel:
Observer-based state estimation for discrete-time semi-Markovian jump neural networks with round-robin protocol against cyber attacks. 611-624
- Xiyao Liu, Zhong Ji
, Yanwei Pang, Zhi Han
:
Dual Distillation Discriminator Networks for Domain Adaptive Few-Shot Learning. 625-633
- Martin Waltz
, Ostap Okhrin
:
Spatial-temporal recurrent reinforcement learning for autonomous ships. 634-653
- Vera Kurková
, Marcello Sanguineti:
Approximation of classifiers by deep perceptron networks. 654-661
- Enrico Picco
, Piotr Antonik
, Serge Massar
:
High speed human action recognition using a photonic reservoir computer. 662-675
- Niceto R. Luque, Francisco Naveros, Ignacio Abadia, Eduardo Ros, Angelo Arleo:
Corrigendum to "Electrical coupling regulated by GABAergic nucleo-olivary afferent fibres facilitates cerebellar sensory-motor adaptation" [Neural Netw. 155 (2022) 422-438]. 676
- Hanxiao Li, Biao Luo
, Wei Song
, Chunhua Yang:
Predictive hierarchical reinforcement learning for path-efficient mapless navigation with moving target. 677-688 - Ye Lin Tun
, Minh N. H. Nguyen, Chu Myaet Thwal
, Jinwoo Choi, Choong Seon Hong:
Contrastive encoder pre-training-based clustered federated learning for heterogeneous data. 689-704
- Huayue Cai
, Long Lan
, Jing Zhang
, Xiang Zhang, Zhigang Luo:
SiamDF: Tracking training data-free siamese tracker. 705-720
- Marcello Longo
, Joost A. A. Opschoor, Nico Disch
, Christoph Schwab, Jakob Zech:
De Rham compatible Deep Neural Network FEM. 721-739 - Hao Pu
, Fengjun Li, Qingyun Wang, Pengzhen Li:
Preassigned-time projective synchronization of delayed fully quaternion-valued discontinuous neural networks with parameter uncertainties. 740-754 - Xin Wang
, Jinde Cao, Xianghui Zhou, Ying Liu, Yaoxi Yan, Jiangtao Wang:
A novel framework of prescribed time/fixed time/finite time stochastic synchronization control of neural networks and its application in image encryption. 755-773
- Yuandong Ma
, Boyuan Wang, Hezheng Lin, Chun Liu
, Mengjie Hu
, Qing Song:
A continuation method for image registration based on dynamic adaptive kernel. 774-785
- Wenhao Lu
, Zhengyuan Zhang
, Feng Qin, Wenwen Zhang, Yuncheng Lu, Yue Liu, Yuanjin Zheng:
Analysis on the inherent noise tolerance of feedforward network and one noise-resilient structure. 786-798
- Yiting Dong
, Dongcheng Zhao
, Yang Li, Yi Zeng
:
An unsupervised STDP-based spiking neural network inspired by biologically plausible learning rules and connections. 799-808 - Ponduri Vasanthi
, Laavanya Mohan
:
A reliable anchor regenerative-based transformer model for x-small and dense objects recognition. 809-829
- Yuqing Liang, Jinlan Liu, Dongpo Xu
:
Stochastic momentum methods for non-convex learning without bounded assumptions. 830-845
- Baoping Jiang, Hamid Reza Karimi
, Xin Zhang, Zhengtian Wu:
Adaptive neural-network-based sliding mode control of switching distributed delay systems with Markov jump parameters. 846-859 - Hankyul Baek, Won Joon Yun, Soohyun Park, Joongheon Kim
:
Stereoscopic scalable quantum convolutional neural networks. 860-867
- Fanling Huang, Yangdong Deng:
TCGAN: Convolutional Generative Adversarial Network for time series classification and clustering. 868-883
- Rongpei Zhou
, Yuqian Guo, Yuhao Wang
, Zejun Sun, Xinzhi Liu
:
Safe control of logical control networks with random impulses. 884-895
- Zheng Chen, Yiwen Sun
, Xiaojun Bi, Jianyu Yue
:
Lightweight image de-snowing: A better trade-off between network capacity and performance. 896-908
- Ruixiang Wang, Yuhu Wang, Chunxia Zhang, Shiming Xiang, Chunhong Pan:
Graph convolutional network with tree-guided anisotropic message passing. 909-924
- Huanhuan Li, Wenbo Yu, He Huang
:
Strengthening transferability of adversarial examples by adaptive inertia and amplitude spectrum dropout. 925-937
- Jay Paul Morgan
, Adeline Paiement
, Christian Klinke:
Domain-informed graph neural networks: A quantum chemistry case study. 938-952
- Li Shen
, Yuning Wei
, Yangzhu Wang:
GBT: Two-stage transformer framework for non-stationary time series forecasting. 953-970
- Xingxing Ju, Xinsong Yang
, Gang Feng
, Hangjun Che:
Neurodynamic optimization approaches with finite/fixed-time convergence for absolute value equations. 971-981
- Zhenpeng Feng, Hongbing Ji, Milos Dakovic, Mingzhe Zhu, Ljubisa Stankovic:
Analytical interpretation of the gap of CNN's cognition between SAR and optical target recognition. 982-986
- Zongshen Mu
, Siliang Tang
, Yueting Zhuang, Dianhai Yu:
Attribute-driven streaming edge partitioning with reconciliations for distributed graph neural network training. 987-998
- Pratik Mazumder
, Pravendra Singh
:
Mitigate forgetting in few-shot class-incremental learning using different image views. 999-1009
- Xiaxia He
, Boyue Wang
, Ruikun Li, Junbin Gao, Yongli Hu, Guangyu Huo, Baocai Yin:
Graph structure learning layer and its graph convolution clustering application. 1010-1020 - Jingyi Liu
, Weijun Li
, Lina Yu
, Min Wu
, Linjun Sun
, Wenqiang Li
, Yanjie Li
:
SNR: Symbolic network-based rectifiable learning framework for symbolic regression. 1021-1034
- Shu Zhang, Enze Shi, Lin Wu, Ruoyang Wang, Sigang Yu, Zhengliang Liu, Shaochen Xu, Tianming Liu, Shijie Zhao:
Differentiating brain states via multi-clip random fragment strategy-based interactive bidirectional recurrent neural network. 1035-1049
- Raghav Singhal
, Vivek Saraswat
, Shreyas Deshmukh
, Sreenivas Subramoney, Laxmeesha Somappa
, Maryam Shojaei Baghini
, Udayan Ganguly
:
Enhanced regularization for on-chip training using analog and temporary memory weights. 1050-1057
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